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What the Cold Taught Us

  1. 01What the Cold Taught Us
  2. 02What failure teaches
  3. 03The assumptions that broke
  4. 04The problem with logic
  5. 05Knowledge is not rules
  6. 06The quiet work
  7. 07Connectionism returns
  8. 08Why the winters mattered
  9. 09Reinforce your understanding
  10. 10Question: assumptions
  11. 11Question: connectionism
  12. 12Question: legacy
  13. 13Quiz: answer
  14. 14The thaw
  15. 15Want to go deeper?
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The problem with logic

Logic works in closed systems.

Mathematics works beautifully with logic because its rules are complete and finite. You can follow a chain of reasoning step by step and arrive at a definitive answer. But real-world problems don't have that shape. They involve incomplete information, contradictory signals, and context that changes the meaning of everything.

"Is this email spam?" The answer depends on who sent it, what they usually say, what you know about them, and dozens of factors that no list of rules can anticipate.

Intelligence doesn't work by following a chain of reasoning to a definitive answer. It works by reading patterns, making guesses, and adjusting. That's a very different thing.

Citations(2)↓
  1. 1. mitpress.mit.edu
  2. 2. press.uchicago.edu
Citations(2)↓
  1. 1. mitpress.mit.edu
  2. 2. press.uchicago.edu